{"id":"W4213368693","doi":"10.3390/ijerph19042115","title":"Role Identity, Dissonance, and Distress among Paramedics","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Windsor; McMaster University; Impact","funders":"Canadian Institutes of Health Research","keywords":"Cognitive dissonance; Distress; Identity (music); Mental distress; Psychology; Mental health; Context (archaeology); Social psychology; Perspective (graphical); Thematic analysis; Meaning (existential); Situated; Qualitative research; Clinical psychology; Psychotherapist; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007978003,0.0003848031,0.0004374088,0.001375294,0.008759608,0.003786981,0.001314557,0.001512146,0.001264513],"category_scores_gemma":[0.02147262,0.0003040661,0.0003178547,0.0008279613,0.01121142,0.003555326,0.008379201,0.00271677,0.0001126092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005455625,"about_ca_system_score_gemma":0.003840847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01723184,"about_ca_topic_score_gemma":0.02465749,"domain_scores_codex":[0.9938544,0.003717704,0.0003553575,0.0004558255,0.0007629136,0.0008538541],"domain_scores_gemma":[0.9918495,0.004205091,0.001834877,0.0004875268,0.0007398133,0.0008831337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006975891,0.00005391465,0.04678953,0.00008901663,0.000009882335,0.000633958,0.9409459,0.00005882731,0.0007582923,0.003420238,0.0002981623,0.006872515],"study_design_scores_gemma":[0.000005690474,0.00005456714,0.02971843,0.00007231295,0.000005231592,0.0003405931,0.96542,0.0001356588,0.0001652259,0.001895358,0.002168384,0.00001849365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945689,0.0003729049,0.0006707084,0.001769082,0.0000301808,0.00003154937,0.00001421556,0.000003047426,0.002539407],"genre_scores_gemma":[0.9991855,0.0001452753,0.0001963895,0.0001916396,0.000008499159,0.00002307006,0.000006076311,0.000001664524,0.0002418777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01723184,"threshold_uncertainty_score":0.04219222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06562556859233558,"score_gpt":0.4446982320702256,"score_spread":0.37907266347789,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}